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In this process, we can also define the representativeness with the sparse coding coefficients.
The choice is based on the completeness of analytical data and representativeness with respect to water/rocks interaction processes.
Random sampling from the entire population of interest, either simple or stratified, depends upon chance to achieve representativeness, with likelihood of success dependent on sample size.
To check our sample representativeness, with respect to geographical distribution, we compared it to the number of Brazilian IT professionals [68].
SEC-TDA analysis of the above indicated fraction showed a single peak (96% of representativeness) with a Mw of 28.4 kDa, a polydispersity index of 1.24 and an intrinsic viscosity equal to 1.09 as shown in the figure (Fig. 2).
Methods that ensure or at least optimize representativeness with regard to a range of identified variables such as these are likely, although not certain, to achieve the same with other, unrecognized variables.
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Analyses were repeated after weighting for non-representativeness, with little observed difference other than cancer worry reaching marginal significance (p ≤ 0.05).
Table 2 also lists three different measures of representativeness – agreement with the consensus distance matrix – for the representative proteins.
Crucially, they should not be used in isolation to influence policy decisions; end user pressure for quick fixes, group dynamics, issues of representativeness, together with the biases of a facilitator, can easily mask, distort or misrepresent results.
First, the problematic of using meteorological ground stations for the determining of solar dataset or time-series is addressed with the example of the French national meteorological network and the focus made on the South-West part of France: the heterogeneity in terms of spatial and temporal representativeness along with the relevance of the delivered measurement are questioned.
Representativeness (national with or without probability sampling, subnational) were included as a survey-level covariate.
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